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Computer vision

  • Accurate Image Super-Resolution Using Very Deep Convolutional Networks. arxiv
  • Action Recognition Based on Joint Trajectory Maps Using Convolutional Neural Networks.arxiv
  • Adult Content Recognition from Images Using a Mixture of Convolutional Neural Networks. arxiv
  • Asynchronous Temporal Fields for Action Recognition. arxiv code
  • Automatic Portrait Segmentation for Image Stylization. pdf code
  • CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection. arxiv
  • Colorful Image Colorization. arxiv tensorflow ⭐
  • [PCNN] Conditional Image Generation with PixelCNN Decoders. arxiv code ⭐
  • DA-RNN: Semantic Mapping with Data Associated Recurrent Neural Networks. arXiv code
  • [Use VGG19] Deep Feature Interpolation for Image Content Changes. arxiv tensorflow ⭐
  • DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs. arxiv ⭐
  • Deep Learning Logo Detection with Data Expansion by Synthesising Context. arxiv
  • Deep Learning on Lie Groups for Skeleton-based Action Recognition. arxiv
  • Differential Geometry Boosts Convolutional Neural Networks for Object Detection. url
  • Efficient Action Detection in Untrimmed Videos via Multi-Task Learning. arxiv
  • ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation. arxiv tensorflow
  • [EnhanceNet] EnhanceNet: Single Image Super-Resolution through Automated Texture Synthesis. arxiv ⭐
  • Factorized Bilinear Models for Image Recognition. arxiv code
  • Feature Pyramid Networks for Object Detection. arxiv code
  • Finding Tiny Faces. arxiv tensorflow
  • Fully Convolutional Networks for Semantic Segmentation. arxiv ⭐
  • Fully-Convolutional Siamese Networks for Object Tracking. arxiv tensorflow
  • Full Resolution Image Compression with Recurrent Neural Networks. arxiv tensorflow ⭐
  • Grad-CAM: Why did you say that? Visual Explanations from Deep Networks via Gradient-based Localization. arxiv tensorflow ⭐
  • Hardware for Machine Learning: Challenges and Opportunities. arxiv
  • Inception Recurrent Convolutional Neural Network for Object Recognition. arxiv
  • [Inception-V4] Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning. arxiv ⭐
  • Internet-Based Image Retrieval Using End-to-End Trained Deep Distributions. arxiv
  • Learning Non-Lambertian Object Intrinsics across ShapeNet Categories. arxiv
  • Learning Residual Images for Face Attribute Manipulation. arxiv
  • Maxmin convolutional neural networks for image classification. arxiv
  • Movie Description. arxiv
  • OctNet: Learning Deep 3D Representations at High Resolutions. arxiv code
  • Multivariate LSTM-FCNs for Time Series Classification. arxiv code
  • [PRNN] Pixel Recurrent Neural Networks. arxiv ⭐
  • Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space. arxiv
  • Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks. arxiv
  • PVANet: Lightweight Deep Neural Networks for Real-time Object Detection. arxivcode
  • Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields. arxiv pytorch
  • Richer Convolutional Features for Edge Detection. arxiv code
  • [R-FCN] R-FCN: Object Detection via Region-based Fully Convolutional Networks. arxiv code ⭐
  • Robust LSTM-Autoencoders for Face De-Occlusion in the Wild. arxiv
  • Semantic Video Segmentation by Gated Recurrent Flow Propagation.arxiv
  • Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis. arxiv torch ⭐
  • Spatially Adaptive Computation Time for Residual Networks. arxiv tensorflow
  • [SqueezeNet] SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size. arxiv code ⭐
  • Show and Tell: Lessons learned from the 2015 MSCOCO Image Captioning Challenge. arxiv tensorflow ⭐
  • sk_p- a neural program corrector for MOOCs. url
  • Stacked Hourglass Networks for Human Pose Estimation. arxiv code ⭐
  • The Predictron: End-To-End Learning and Planning. arxiv tensorflow ⭐
  • Unsupervised Cross-Domain Image Generation. arxiv tensorflow
  • Unsupervised Learning for Physical Interaction through Video Prediction. arxiv tensorflow ⭐
  • Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles. arxiv
  • Video Pixel Networks. arxiv
  • Visual Genome-Connecting Language and Vision Using Crowdsourced Dense Image Annotations. arxiv ⭐
  • [WaveNet] WaveNet- A Generative Model For Raw Audio. arxiv ⭐
  • YOLO9000: Better, Faster, Stronger. arxiv keras ⭐